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STRATEGY MOSAIC | FOR PRODUCT TEAMS
Data monetization for product teams, powered by Strategy Mosaic.
Your date is a revenue line you haven't opened yet.
Strategy Software's semantic layer, Mosaic, is the data monetization infrastructure for product teams. Define your data once. Package it, expose it, and build on it without touching the infrastructure underneath.
WHAT'S IN YOUR WAY
The infrastructure gap between your data and your revenue.
Your data isn't the problem. The missing controlled layer between your data and the products you want to sell is.
You can't package data as a product
Without a consistent semantic layer underneath, you can't reliably expose your data to customers at scale. Every new data feature becomes its own custom project with its own pipelines, APIs, and access rules.
Revenue opportunities stall in the backlog
Your team already knows that benchmarking features, self-service data access, and richer analytics would generate revenue. Building any of them requires infrastructure time you don't have.
Governance is a manual chokepoint
As your customer base grows, managing who can see what across tenants, tiers, and regions becomes its own full-time engineering problem. And the compliance risk grows with it.
AI agents give wrong answers
AI is a natural upsell surface for data-rich products. But without controlled business context behind the queries, agents hallucinate, calculations drift from your actual logic, and you can't stand behind the output.
Performance erodes your pricing power
Without caching and a proper data layer, analytical workloads hit your transactional infrastructure. Slow, unreliable data products can't command premium pricing. They won't retain the customers who paid for them either.
Every tool change breaks the data layer
Customers expect consistent data across every interface. Without a single source of truth underneath, every new tool or integration means rebuilding logic from scratch and keeping it in sync indefinitely.
HOW IT WORKS
Define your data once. Monetize it through every channel.
Connect your data sources
Mosaic connects to your existing databases, warehouses, and third-party sources through 200+ native connectors. Your data stays where it is. No migration, no replication, no new infrastructure.
Build your semantic model in Mosaic Studio
Define your business metrics, KPIs, and data relationships once in Mosaic Studio. AI-powered modeling gets you there 10× faster, without manual SQL engineering for every new definition.
Set access rules in Mosaic Sentinel
Define which customers and tenants can access which data. Sentinel enforces those rules across every interface: dashboards, APIs, AI agents, and exports. Real-time risk monitoring and full audit trails are built in.
Ship revenue-generating data products
Whether it's a premium dashboard, an AI agent, or a benchmarking module, everything builds on the same layer. No new pipelines, no rebuilding access rules.
WHY MOSAIC
Built for product teams who are done rebuilding.
Data monetization at scale
Turn raw data into high-value capabilities, white-labeled for your customers and consistently controlled across your entire product.
- Define once, use everywhere: Business logic, KPI definitions, and access rules live in one place and flow to every report, dashboard, and AI agent you ship.
- Build faster: Mosaic Studio's AI-powered modeling lets you build and update data products 10× faster, without manual SQL engineering for every new feature.
- Unlock data you already have: Your product generates valuable signals every day. Mosaic gives you the infrastructure to package and expose them in ways that create new revenue.
Build on any infrastructure
Keep your existing data sources. Add Mosaic on top. Switch anything underneath without breaking your product or your customers' experience.
- Connect without migrating: Mosaic works on top of your existing databases. Your data stays where it is.
- No vendor lock-in: 200+ native connectors and an open API mean you can change infrastructure providers without rebuilding your product logic.
- Ship faster: Without a semantic layer, a new data-driven feature means APIs, ETLs, and months of infrastructure work. With Mosaic, you iterate and ship.
AI that's safe to sell
AI is your highest-margin data product. But it only works if the answers are correct. Mosaic's native MCP server grounds every AI response in verified business context.
- Works with any AI agent framework: Mosaic's MCP server connects directly to ChatGPT, Claude, Copilot, Gemini, AWS, and any other LLM or agent platform.
- Answers you can stand behind: Every AI response is grounded in the same metrics your dashboards use, not raw data or unstructured guesses.
- Bring your own model: Mosaic works with any major LLM. No AI vendor lock-in, no forced upgrades.
Engineering efficiency that protects your margins
Data monetization only works at scale if the cost to deliver data products doesn't grow with every new customer request. Mosaic changes that equation.
- End the report backlog: When your data layer is reusable, new requests become configuration rather than custom engineering projects.
- Performance built in: Mosaic's Query Acceleration Engine caches and optimizes queries so your cloud databases aren't doing all the heavy lifting.
- Consistent security at scale: Define access rules once in Mosaic Sentinel. They apply across every customer, every tenant, every feature, with full audit trails for GDPR, HIPAA, and SOX.
CAPABILITIES
Data-powered features your customers actually want.
Once Mosaic is running, your team can ship things that were previously too expensive or too slow to build.
Customer-facing dashboards & reports
Build once on Mosaic's semantic layer. Deliver to every account without custom work per customer.
Self-service analytics
Let customers explore their data on their terms. Mosaic's controlled foundation makes self-service safe to offer at scale, without losing visibility into what they can access.
Governed AI agents
Build AI agents that answer customer questions using verified business logic. Mosaic's native MCP server connects any LLM to your controlled layer so agents give correct answers, not guesses.
Data blending across sources
Combine your product data with third-party sources to create richer insights. Mosaic handles the joins and consistency. Your team defines the logic once.
Bespoke analytics applications
Build tailored analytics experiences for specific customer segments without starting from scratch. Each new application inherits your existing data logic automatically.
Usage-based insights & benchmarking
Package your usage data as a product feature. Give customers visibility into peer comparisons and usage trends without building a dedicated data team to support it.
The embedded solution trusted by the most discerning enterprises
"The accessibility and foolproof design of Strategy has greatly improved the user experience and increased the adoption of our solution."
Guruminder Singh
Product Line Director, Data and Analytics
Genesys
